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SPLIT FACTOR: 8/10 It is not the Lib Dems that Clarke should worry about.
Fig. 13 Runtime vs split factor (madelon dataset).
The execution time is almost proportional to the split factor after an initial threshold.
If we choose the split factor of 3 then we have 3 hash tables where each hashtable can store approx 1 million of entries.
But for both of the ε values, the execution time is almost proportional to the split factor after an initial threshold.
However, the run time can be reduced further by increasing the split factor sp and distributing the computations to more CPUs.
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The flow rate at each type of subchannel was identified and the flow split factors were evaluated from the measured data.
Statistical techniques might split factors otherwise.
The level for complement split factors Bb, C4a, C3a, and C5a was the main explanatory variable of interest.
For the sake of illustration, the performance curves of Algorithm 1 with fixed power splitting factor ρ=0.8 and Algorithm 1 with optimized power splitting factor ρ are labeled as 'proposed algorithm I' and 'proposed algorithm II' in our simulation figures, respectively.
However in the high transmit power region, proposed algorithm II outperforms the proposed algorithm I due to the fact that the former is designed based on the optimization of the power splitting factor.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com